One sentence gave Claude Code a researcher, a writer, and a reviewer.
The guy in the video installs CrewAI's four official Claude Code skills and types:
"build me a research crew"
Claude Code installs CrewAI, scaffolds the project, creates each agent with its own role, goal, tools, and memory, then pulls CrewAI's live docs through Ask Docs while it builds.
When he runs it:
> the researcher gathers the material
> the writer turns it into a draft
> the reviewer checks the result
> each agent passes its output to the next
No manual handoff between three chats.
At the end, he runs multiple Claude Code sessions through DevSwarm, each on its own Git branch, so separate agents can work in parallel without editing the same branch.
The demo ends with a working crew. The article below adds the pieces needed to keep that crew useful on real software:
> Task Master turns the PRD into tasks and dependencies
> specialist agents isolate research, implementation, testing, and security
> Claude-Mem carries verified decisions across sessions
> ccusage exposes the token bill
> Claude Code Router sends cheap work to cheaper models
> Ruflo coordinates jobs that can genuinely run in parallel
The repositories cost $0 to install. The model calls don't. If five agents return code you delete, the terminal was busy but the system wasn't working.
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